Production AI, shipped in weeks — not quarters.
We design and build voice agents, on-device models, and full-stack AI products — and get them airborne in production. Real things your users can touch, not prototypes that demo well and die.
Pipecat
Twilio
Deepgram
ElevenLabs
Silero VAD
PyTorch
Whisper
React
TypeScript
Postgres
Docker
ONNX
TwilioDeepgramElevenLabsSilero VADPyTorchWhisperReactTypeScriptPostgresDockerONNX
Work we built
and shipped.
Quality over quantity. Each one ran in production — not a portfolio of demos.
Perifolio
Private-wealth data was fragmented across funds, bonds, insurance, allocation views, and periodic reviews, making portfolio health difficult to understand at a glance.
A focused wealth-management workspace that brings performance, allocation, instruments, and portfolio reviews into one responsive operational product.
A single dashboard that makes portfolio performance, exposure, and next actions clear enough to review and act on.
AvicelyEstate
Property discovery, listing details, and back-office operations often live in disconnected experiences that slow buyers and create avoidable work for agents.
An end-to-end real-estate marketplace covering discovery, search, property details, and the operational admin views needed to manage the experience.
A polished, responsive property journey that demonstrates both the customer-facing marketplace and the system behind it.
Real-time voice agent
Customers wanted calls handled by an AI that feels human — not the robotic, talk-over-you IVR everyone hates.
A production voice agent on real phone lines: live speech-to-text, natural AI responses, and lifelike voice — with true barge-in, so callers can interrupt mid-sentence and it stops and listens. That one detail is what makes a bot feel human instead of scripted.
Sub-second turn-taking and natural interruptions, running in production on real customer calls.
On-device speech AI
Cloud transcription is slow, costs add up per request, and sending audio off-device is a privacy and latency problem.
A local speech-to-text engine running fully on-device on a distilled large model — the accuracy of the full-size model at roughly 8× the speed, with nothing ever leaving the machine.
~0.9s transcriptions, fully offline, zero per-request cost — and 175+ real uses a day. A building block for any product that needs fast, private, local AI.
Data pipeline at scale
Needed to collect and serve a massive content library — millions of items — reliably, without it falling over.
An end-to-end pipeline that pulls from multiple sources, stores everything in a queryable database, plus the infrastructure to keep it running unattended on a VM.
2,500+ titles and 1.85M+ items collected and queryable — proof we handle data at scale, not just demos.
Receipts, not promises.
We're a young studio, so instead of logos we'll show you what's actually running in production. Every number below is live work, not a pitch.
Sub-second turn-taking with real barge-in, on live customer phone calls.
~0.9s transcriptions, fully offline, zero per-request cost — 175+ real uses a day.
1.85M+ items collected and queryable, running unattended at scale.
Outcomes, not a list of acronyms.
Ship a voice agent
Real-time, telephony-ready voice AI with barge-in that genuinely feels human. From zero to live calls — handling, routing, and conversation that holds up in production.
Build an AI MVP
From $500Get a focused AI MVP into users' hands in weeks, with starter scopes available for as low as $500. Full-stack, production-minded, and built to keep growing after validation.
Local model serving & AI infra
Fast, private, cost-free inference on-device or on your own hardware. The unglamorous plumbing that actually makes AI shippable and affordable at scale.
Built to be low-risk for teams moving fast.
Scope it in one call
We pin down the smallest thing worth shipping and exactly what “done” looks like. Fixed scope, clear price, no open-ended meter running.
Build in tight loops
You see working software every few days, not a black box. Real feedback, course-corrections early, zero surprises at the end.
Ship to production
It goes live — deployed, monitored, handed over. You own the code and you understand how it runs. No lock-in to us.
Fixed scope. Fixed price. No meter running.
We don't bill by the hour. We scope the smallest thing worth shipping on our first call, quote one fixed price for it, and that's the number — no surprises at the end. You own the code, and most engagements start the same week.
Discovery sprint
A short, paid sprint to pressure-test the idea, prove the hard part works, and hand you a concrete build plan. Best when the risk is "can this even be done?"
Build & ship
We design, build, and deploy the real thing — a voice agent, an AI MVP, or the infra under it — to production in tight weekly loops. One fixed price for the whole engagement.
Keep building
Already live and want us to keep going — new features, scaling, or a standing seat on the team. A simple monthly arrangement, cancel anytime.
Not sure which fits? Tell us what you're building and we'll point you to the right one — and the price — on the first call.
We write production code — and, off the clock, we write novels.
That second part matters more than it sounds. Storytelling is the discipline of holding a whole structure in your head and making every piece earn its place — which is most of what shipping a good product actually is.
Avicely is a deliberately small AI studio. You get the Avicely team: engineers who ship fast and builders who care how the thing feels to use — with a specialty in the hard, real-time work and a strong bias toward getting it live.
Ready to get it off the ground?
Tell us what you're building. We'll tell you honestly whether we're the right studio to build it — and if we are, we start this week.
or write to email us directly
